Triple
T16585186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Frain |
E402937
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marta Cunningham
Marta Cunningham is an American filmmaker and director known for her documentary and television work.
|
E1313718
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Marta Cunningham | Statement: [James Frain, spouse, Marta Cunningham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marta Cunningham Context triple: [James Frain, spouse, Marta Cunningham]
-
A.
Alison McCord
Alison McCord is a fictional character on the political drama series "Madam Secretary," known as the intelligent and grounded daughter of Secretary of State Elizabeth McCord.
-
B.
Joanna Kerns
Joanna Kerns is an American actress best known for playing the mother, Maggie Seaver, on the 1980s television sitcom "Growing Pains."
-
C.
Marisa Ryan
Marisa Ryan is an American actress best known for her role as Elizabeth Cooper-MacGillis on the television series "Major Dad" and for appearances in films like "Wet Hot American Summer."
-
D.
Molly Messick
Molly Messick is an American audio producer and journalist known for her work in public radio and podcasting.
-
E.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Marta Cunningham Triple: [James Frain, spouse, Marta Cunningham]
Generated description
Marta Cunningham is an American filmmaker and director known for her documentary and television work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marta Cunningham Target entity description: Marta Cunningham is an American filmmaker and director known for her documentary and television work.
-
A.
Alison McCord
Alison McCord is a fictional character on the political drama series "Madam Secretary," known as the intelligent and grounded daughter of Secretary of State Elizabeth McCord.
-
B.
Joanna Kerns
Joanna Kerns is an American actress best known for playing the mother, Maggie Seaver, on the 1980s television sitcom "Growing Pains."
-
C.
Marisa Ryan
Marisa Ryan is an American actress best known for her role as Elizabeth Cooper-MacGillis on the television series "Major Dad" and for appearances in films like "Wet Hot American Summer."
-
D.
Molly Messick
Molly Messick is an American audio producer and journalist known for her work in public radio and podcasting.
-
E.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3599b057881909fcb8bbb156633a8 |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac4feddc8190a96df02c61b8d7a4 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad0f18cc819093701d38846c595b |
completed | May 12, 2026, 10:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03ada3d1708190a6c08197a1141cf1 |
completed | May 12, 2026, 10:45 p.m. |
Created at: April 10, 2026, 5:16 a.m.